Skip to content

Current scripts to calculate weights used for Promise Neighborhood estimates

License

Notifications You must be signed in to change notification settings

Drexel-UHC/PNPopulationWeights

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

14 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

This documents the population and household weights for the Promise Neighborhood. We use these weights to calculate estimates from census tract data for the whole Promise Neighborhood.

Types of Weights

We have created population based weights for all people within the Promise Neighborhood and for children between the ages of 0 and 17 for both 2010 and 2020 census tracts. Additionally, we created weights for all households within the Promise Neighborhood and households with at least child under the age of 18 for 2010 and 2020 census tracts.

Weight Purpose

The weights are required because the Promise Neighborhood footprint does not align with census tract boundaries. The weights correct for the percentage of the population or households of each census tract that fall outside the Promise Neighborhood boundaries. They are only valid for creating a combined single estimate for the whole Promise Neighborhood.

Methodology

The weights are created using Decennial Census Data (2010 and 2020). We summed the populations or households of all census blocks that are inside the Promise Neighborhood for each tract and divived by the total population or household of the tract, creating a weight that accounts for the population distribution within the tract. In the case that a census block was only partially within the Promise Neighborhood, we considered it a part of the Promise Neighborhood if it was at least half in the Promise Neighborhood.

Usage

Numerical Estimates

Take the numerical estimate of each tract and multiply it by the weight of that tract. Then sum the resulting product for each tract.

Percentages and Rates

Multiply the numerator and denominator for each estimate by the corresponding tract weight. Sum the numerators and denominators then divide.

Household vs Population Weights

Population weights should be used when you are attempting to get an estimate for the something measured at the individual level such as employment. If you are most interested in children, use the population weights for the 0-17 age group instead of the total population.

Household weights should be used when you are attempting to get an estimate for something at that is measured by households or family units, such as household income.

Files

File Name Description
PN Weights 2010.csv Weights for the 2010 census tracts, used for data collected
between 2010 and 2019
PN Weights 2020.csv Weights for the 2020 census tracts, used for data collected
between 2020 and 2029
Column Name Description
State 2-Digit State FIPS Code
County 3-Digit County FIPS Code
Tract 6-Digit Census Tract Code
Population Weight Weight for the total population
Population weight_0-17 pop Weight for the 0-17 population
Household Weight Weight for all households
Household weight_With children under 18 Weight for all households with a child under 18

About

Current scripts to calculate weights used for Promise Neighborhood estimates

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages